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Rejeski HA, Hartz A, Rackl E, Li L, Schwepcke C, Rejeski K, Schmid C, Rank A, Schmohl J, Kraemer D, Bojko P, Schmetzer HM. Concentration-dependent effects of immunomodulatory cocktails on the generation of leukemia-derived dendritic cells, DC leu mediated T-cell activation and on-target/off-tumor toxicity. Front Immunol 2025; 15:1527961. [PMID: 39949718 PMCID: PMC11821930 DOI: 10.3389/fimmu.2024.1527961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2024] [Accepted: 12/19/2024] [Indexed: 02/16/2025] Open
Abstract
Acute myeloid leukemia (AML) remains a devastating diagnosis in clear need of therapeutic advances. Both targeted dendritic cells (DC) and particularly leukemia-derived dendritic cells (DCleu) can exert potent anti-leukemic activity. By converting AML blasts into immune activating and leukemia-antigen presenting cells, DC/DCleu-generating protocols can induce immune responses against AML blasts. Such protocols combine approved response modifiers (i.e., GM-CSF and PGE1/OK-432/PGE2) that synergistically improve the conversion of AML blasts into (mature) DC/DCleu. To guide potential clinical application of these response modifiers, we analyzed three different DC-generating protocols that combine a constant GM-CSF dose with varying concentrations of PGE1 (Kit-M), OK-432 (Kit-I), and PGE2 (Kit-K). Here, we specifically aimed to assess how different response modifier concentrations impact DC/DCleu generation, immune cell activation and leukemic blast lysis. We found that all immunomodulatory kits were effective in generating mature and leukemia-derived DCs from healthy and leukemic whole blood. For Kit-M, we noted optimal generation of DC-subsets at intermediary concentration ranges of PGE1 (0.25-4.0 µg/mL), which facilitated upregulation of activated and memory T-cells upon mixed lymphocyte culture, and efficient anti-leukemic activity in cytotoxicity assays. For Kit-I, we observed DC/DCleu generation and enhanced T- and immune cell activation across a broader range of OK-432 concentrations (5-40 µg/mL), which also facilitated improved leukemic blast killing. In conclusion, our results highlight that Kit-mediated DC/DCleu generation, immune cell activation and blast lysis are dependent on the concentration of response modifiers, which will guide future clinical development. Overall, DCleu-based immunotherapy represents a promising treatment strategy for AML patients.
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Affiliation(s)
- Hazal Aslan Rejeski
- Department of Medicine III, LMU University Hospital, LMU Munich, Munich, Germany
- Bavarian Cancer Research Center (BZKF), Munich Site, Munich, Germany
| | - Anne Hartz
- Department of Medicine III, LMU University Hospital, LMU Munich, Munich, Germany
- Bavarian Cancer Research Center (BZKF), Munich Site, Munich, Germany
| | - Elias Rackl
- Department of Medicine III, LMU University Hospital, LMU Munich, Munich, Germany
- Bavarian Cancer Research Center (BZKF), Munich Site, Munich, Germany
| | - Lin Li
- Department of Medicine III, LMU University Hospital, LMU Munich, Munich, Germany
- Bavarian Cancer Research Center (BZKF), Munich Site, Munich, Germany
| | - Christoph Schwepcke
- Department of Medicine III, LMU University Hospital, LMU Munich, Munich, Germany
- Bavarian Cancer Research Center (BZKF), Munich Site, Munich, Germany
| | - Kai Rejeski
- Department of Medicine III, LMU University Hospital, LMU Munich, Munich, Germany
- Bavarian Cancer Research Center (BZKF), Munich Site, Munich, Germany
| | - Christoph Schmid
- Department of Hematology and Oncology, University Hospital of Augsburg, Augsburg, Germany
- Department of Hematology and Oncology, Diakonieklinikum Stuttgart, Stuttgart, Germany
| | - Andreas Rank
- Bavarian Cancer Research Center (BZKF), Munich Site, Munich, Germany
- Department of Hematology and Oncology, University Hospital of Augsburg, Augsburg, Germany
| | - Jörg Schmohl
- Department of Hematology and Oncology, Diakonieklinikum Stuttgart, Stuttgart, Germany
| | - Doris Kraemer
- Department of Hematology and Oncology, St.-Josefs-Hospital, Hagen, Germany
| | - Peter Bojko
- Department of Hematology and Oncology, Rotkreuzklinikum Munich, Munich, Germany
| | - Helga Maria Schmetzer
- Department of Medicine III, LMU University Hospital, LMU Munich, Munich, Germany
- Bavarian Cancer Research Center (BZKF), Munich Site, Munich, Germany
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Mazziotta F, Martin LE, Eagan DN, Bar M, Kinsella S, Paulson KG, Voillet V, Lahman MC, Hunter D, Schmitt TM, Duerkopp N, Yeung C, Tang TH, Gottardo R, Asano Y, Wilcox EC, Lee B, Zhang T, Lopedote P, Penter L, Wu CJ, Milano F, Greenberg PD, Chapuis AG. Acute Myeloid Leukemia Skews Therapeutic WT1-specific CD8 TCR-T Cells Towards an NK-like Phenotype that Compromises Function and Persistence. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.12.13.24318504. [PMID: 39763516 PMCID: PMC11702715 DOI: 10.1101/2024.12.13.24318504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/11/2025]
Abstract
Acute myeloid leukemia (AML) that is relapsed and/or refractory post-allogeneic hematopoietic cell transplantation (HCT) is usually fatal. In a prior study, we demonstrated that AML relapse in high-risk patients was prevented by post-HCT immunotherapy with Epstein-Barr virus (EBV)-specific donor CD8+ T cells engineered to express a high-affinity Wilms Tumor Antigen 1 (WT1)-specific T-cell receptor (TTCR-C4). However, in the present study, infusion of EBV- or Cytomegalovirus (CMV)-specific TTCR-C4 did not clearly improve outcomes in fifteen patients with active disease post-HCT. TCRC4-transduced EBV-specific T cells persisted longer post-transfer than CMV-specific T cells. Persisting TTCR-C4 skewed towards dysfunctional natural killer-like terminal differentiation, distinct from the dominant exhaustion programs reported for T-cell therapies targeting solid tumors. In one patient with active AML post-HCT, a sustained TTCR-C4 effector-memory profile correlated with long-term TTCR-C4 persistence and disease control. These findings reveal complex mechanisms underlying AML-induced T-cell dysfunction, informing future therapeutic strategies for addressing post-HCT relapse.
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Affiliation(s)
- Francesco Mazziotta
- Program in Immunology, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Immunotherapy Integrated Research Center, Fred Hutch Cancer Center, Seattle, WA, USA
| | - Lauren E. Martin
- Program in Immunology, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Daniel N. Eagan
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Division of Medical Oncology, University of Washington, Seattle, WA, USA
| | - Merav Bar
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Division of Medical Oncology, University of Washington, Seattle, WA, USA
- Bristol Myers Squibb
| | - Sinéad Kinsella
- Program in Immunology, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Kelly G. Paulson
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Division of Medical Oncology, University of Washington, Seattle, WA, USA
| | - Valentin Voillet
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Cape Town HVTN Immunology Laboratory, Hutchinson Centre Research Institute of South Africa, Cape Town, South Africa
| | - Miranda C. Lahman
- Program in Immunology, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Daniel Hunter
- Program in Immunology, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Thomas M. Schmitt
- Program in Immunology, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Natalie Duerkopp
- Program in Immunology, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Cecilia Yeung
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Tzu-Hao Tang
- Program in Immunology, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Raphael Gottardo
- Biomedical Data Science Center, Lausanne University Hospital
- University of Lausanne, Lausanne, Switzerland
- Agora Translational Research Center, Lausanne, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Yuta Asano
- Program in Immunology, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Elise C. Wilcox
- Program in Immunology, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Bo Lee
- Program in Immunology, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Tianzi Zhang
- Program in Immunology, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Paolo Lopedote
- Department of Medicine, St. Elizabeth’s Medical Center, Boston University, Boston, MA, USA
| | - Livius Penter
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Hematology, Oncology, and Tumorimmunology, Campus Virchow Klinikum, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Berlin Institute of Health at Charité-Universitätsmedizin Berlin, BIH Biomedical Innovation Academy, BIH Charité Digital Clinician Scientist Program, Berlin, Germany
| | - Catherine J Wu
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Filippo Milano
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Immunotherapy Integrated Research Center, Fred Hutch Cancer Center, Seattle, WA, USA
| | - Philip D. Greenberg
- Program in Immunology, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Departments of Immunology and Medicine, University of Washington, Seattle, WA, USA
| | - Aude G. Chapuis
- Program in Immunology, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Translational Sciences and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Immunotherapy Integrated Research Center, Fred Hutch Cancer Center, Seattle, WA, USA
- Division of Medical Oncology, University of Washington, Seattle, WA, USA
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Zhang F, Wang HF, Hu GH, Suo P, Bai L, Wang Y, Zhang XH, Huang XJ, Cheng YF. [Efficacy and safety of venetoclax combined with decitabine, modified HA regimen and DLI in the treatment of relapsed pediatric AML/MDS after allogeneic hematopoietic stem cell transplantation]. ZHONGHUA XUE YE XUE ZA ZHI = ZHONGHUA XUEYEXUE ZAZHI 2024; 45:832-837. [PMID: 39414606 PMCID: PMC11518916 DOI: 10.3760/cma.j.cn121090-20240317-00099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 03/17/2024] [Indexed: 10/18/2024]
Abstract
Objective: To investigate the efficacy and safety of venetoclax combined with the decitabine, cytarabine, and homoharringtonine (HHT) regimen and donor lymphocyte infusion (DLI) for the preventive and salvage therapy of pediatric acute myeloid leukemia (AML) /myelodysplastic syndrome (MDS) after allogeneic hematopoietic stem cell transplantation (HSCT) . Methods: A total of 29 relapsed pediatric/minimal residual disease-positive AML after HSCT were recruited at the Peking University Institute of Hematology from January 1, 2021, to June 1, 2023. They were treated with the above combination regimen and administered with DLI after 24-48 hours at the end of chemotherapy, and the treatment response and adverse reactions were regularly assessed. Results: The overall response rate (ORR) was 75.8%, CR rate was 88.9% (8/9) in the hematologic relapse group, and MRD negativity rate was 61.1% (11/18) in the MRD-positive group. The incidence of agranulocytosis, anemia, and thrombocytopenia with a classification above grade 3 were 100%, 82.7%, and 100%, respectively. The median time of the granulocyte deficiency period was 15 days. Acute graft-versus-host diseases (aGVHD) with a classification of grades Ⅲ-Ⅳ occurred in 11.1% of the patients after DLI, while moderate or severe cGVHD occurred in 7.4% of the patients. The single risk factor for ORR was MNC counts of less than 10×10(8)/kg, and the relapse occurred within 100 days. At a median follow-up of 406 days, the 1-year OS was 65%, and the 1-year OS was 57% in the group with no reaction (P=0.164) compared with 71% in the group who had an overall reaction. Conclusion: The combined regimen based on the DAC, VEN, and modified HA regimen showed a high response rate in the salvage therapy for pediatric AML after the relapse of HSCT. However, bridging to transplantation should be performed immediately after remission to result in a long survival rate.
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Affiliation(s)
- F Zhang
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematologic Disease, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing 100044, China
| | - H F Wang
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematologic Disease, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing 100044, China
| | - G H Hu
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematologic Disease, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing 100044, China
| | - P Suo
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematologic Disease, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing 100044, China
| | - L Bai
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematologic Disease, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing 100044, China
| | - Y Wang
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematologic Disease, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing 100044, China
| | - X H Zhang
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematologic Disease, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing 100044, China
| | - X J Huang
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematologic Disease, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing 100044, China
| | - Y F Cheng
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematologic Disease, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing 100044, China
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4
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Bazarbachi A, Labopin M, Moukalled N, Kröger N, Rautenberg C, Schetelig J, Finke J, Blau IW, Blaise D, Stelljes M, Eder M, Platzbecker U, Dreger P, Bethge W, Tischer J, Burns D, Sengeloev H, Brissot E, Giebel S, Nagler A, Ciceri F, Mohty M. Improvements in Posttransplant Outcomes Over Two Decades in Older Patients with Acute Myeloid Leukemia in the EBMT ALWP Study. Clin Cancer Res 2024; 30:1778-1787. [PMID: 38514469 DOI: 10.1158/1078-0432.ccr-23-3673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Revised: 01/12/2024] [Accepted: 02/22/2024] [Indexed: 03/23/2024]
Abstract
PURPOSE Acute myeloid leukemia (AML) is a disease of older patients. Progress in allogeneic hematopoietic cell transplantation (allo-HCT) allowed the delivery of allo-HCT to older patients. We assessed changes over time in transplant characteristics and outcomes in patients with AML ages 65 years and above. PATIENTS AND METHODS We identified 7,215 patients with AML (median age 68 years, range 65-80) allografted between 2000 and 2021 in first complete remission (CR1; 64%), second or subsequent remission (CR2+; 14%), or active disease (22%). RESULTS Median follow-up was 40 months. The 3-year cumulative relapse incidence (RI) gradually and significantly decreased from 37% to 31%, then to 30% (P = 0.001) over the three time periods (2000-2009; 2010-2014; 2015-2021), whereas nonrelapse mortality (NRM) decreased from 31% and 31% to 27% (P = 0.003). The 3-year leukemia-free survival (LFS) and overall survival (OS) gradually and significantly improved from 32% to 38%, and then to 44% (P = 0.001) and from 37% to 42%, and then to 49% (P = 0.001), respectively. In multivariate analysis, significant improvement in the RI, LFS, and OS were noted after 2015, whereas NRM was not significantly affected. This improvement was observed regardless of disease status at transplant. CONCLUSIONS In older patients with AML, we observed an impressive improvement over time in posttransplant outcomes, mostly attributed to decreased RI rather than decreased NRM, and regardless of disease status at transplant. These large-scale, real-world data can serve as a benchmark for future studies in this setting and indicate that the opportunity for transplant for the elderly should be mandatory and no longer an option.
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Affiliation(s)
- Ali Bazarbachi
- Bone Marrow Transplantation Program, Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | - Myriam Labopin
- EBMT Statistical Unit, Sorbonne University, Saint-Antoine Hospital, AP-HP, INSERM UMRs 938, Paris
| | - Nour Moukalled
- Bone Marrow Transplantation Program, Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | | | - Christina Rautenberg
- Department of Hematology and Stem Cell Transplantation, West German Cancer Center, University Hospital Essen, Essen, Germany
| | - Johannes Schetelig
- Medical Department I, TU Dresden & DKMS Clinical Trials Unit, Dresden, Germany
| | | | - Igor Wolfgang Blau
- Medizinische Klinik m. S. Hämatologie, Onkologie und Tumorimmunologie, Berlin
| | - Didier Blaise
- Transplantation and Cellular Immunotherapy Program, Department of Hematology, Instititut Paoli Calmettes, MSC Lab, Aix Marseille University, Marseille, France
| | - Matthias Stelljes
- Department of Medicine A, Hematology, Oncology, and Pneumology University Hospital Münster, Germany
| | | | | | | | - Wolfgang Bethge
- University Hospital Tübingen, Department of Hematology & Oncology, Tübingen, Germany
| | - Johanna Tischer
- Department of Medicine III, LMU University Hospital, LMU Munich, Germany
| | - David Burns
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom
| | | | - Eolia Brissot
- Sorbonne University, Saint-Antoine Hospital, AP-HP, INSERM UMRs 938, Paris
| | - Sebastian Giebel
- Maria Sklodowska-Curie National Research Institute of Oncology, Gliwice, Poland
| | - Arnon Nagler
- Hematology Division, Chaim Sheba Medical Center, Tel-Hashomer, Israel
| | - Fabio Ciceri
- IRCCS Ospedale San Raffaele, Vita-Salute San Raffaele University, Milano, Italy
| | - Mohamad Mohty
- Sorbonne University, Saint-Antoine Hospital, AP-HP, INSERM UMRs 938, Paris
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5
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Leung WK, Torres Chavez AG, French-Kim M, Shafer P, Mamonkin M, Hill LC, Kuvalekar M, Velazquez Y, Watanabe A, Watanabe N, Hoyos V, Lulla P, Leen AM. Targeting IDH2R140Q and other neoantigens in acute myeloid leukemia. Blood 2024; 143:1726-1737. [PMID: 38241630 PMCID: PMC11103096 DOI: 10.1182/blood.2023021979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 01/05/2024] [Accepted: 01/19/2024] [Indexed: 01/21/2024] Open
Abstract
ABSTRACT For patients with high-risk or relapsed/refractory acute myeloid leukemia (AML), allogeneic stem cell transplantation (allo-HSCT) and the graft-versus-leukemia effect mediated by donor T cells, offer the best chance of long-term remission. However, the concurrent transfer of alloreactive T cells can lead to graft-versus-host disease that is associated with transplant-related morbidity and mortality. Furthermore, ∼60% of patients will ultimately relapse after allo-HSCT, thus, underscoring the need for novel therapeutic strategies that are safe and effective. In this study, we explored the feasibility of immunotherapeutically targeting neoantigens, which arise from recurrent nonsynonymous mutations in AML and thus represent attractive targets because they are exclusively present on the tumor. Focusing on 14 recurrent driver mutations across 8 genes found in AML, we investigated their immunogenicity in 23 individuals with diverse HLA profiles. We demonstrate the immunogenicity of AML neoantigens, with 17 of 23 (74%) reactive donors screened mounting a response. The most immunodominant neoantigens were IDH2R140Q (n = 11 of 17 responders), IDH1R132H (n = 7 of 17), and FLT3D835Y (n = 6 of 17). In-depth studies of IDH2R140Q-specific T cells revealed the presence of reactive CD4+ and CD8+ T cells capable of recognizing distinct mutant-specific epitopes restricted to different HLA alleles. These neo-T cells could selectively recognize and kill HLA-matched AML targets endogenously expressing IDH2R140Q both in vitro and in vivo. Overall, our findings support the clinical translation of neoantigen-specific T cells to treat relapsed/refractory AML.
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Affiliation(s)
- Wingchi K. Leung
- Center for Cell and Gene Therapy, Baylor College of Medicine, Texas Children’s Hospital, and Houston Methodist Hospital, Houston, TX
| | - Alejandro G. Torres Chavez
- Center for Cell and Gene Therapy, Baylor College of Medicine, Texas Children’s Hospital, and Houston Methodist Hospital, Houston, TX
| | - Matthew French-Kim
- Center for Cell and Gene Therapy, Baylor College of Medicine, Texas Children’s Hospital, and Houston Methodist Hospital, Houston, TX
| | - Paul Shafer
- Center for Cell and Gene Therapy, Baylor College of Medicine, Texas Children’s Hospital, and Houston Methodist Hospital, Houston, TX
| | - Maksim Mamonkin
- Center for Cell and Gene Therapy, Baylor College of Medicine, Texas Children’s Hospital, and Houston Methodist Hospital, Houston, TX
| | - LaQuisa C. Hill
- Center for Cell and Gene Therapy, Baylor College of Medicine, Texas Children’s Hospital, and Houston Methodist Hospital, Houston, TX
| | - Manik Kuvalekar
- Center for Cell and Gene Therapy, Baylor College of Medicine, Texas Children’s Hospital, and Houston Methodist Hospital, Houston, TX
| | - Yovana Velazquez
- Center for Cell and Gene Therapy, Baylor College of Medicine, Texas Children’s Hospital, and Houston Methodist Hospital, Houston, TX
| | - Ayumi Watanabe
- Center for Cell and Gene Therapy, Baylor College of Medicine, Texas Children’s Hospital, and Houston Methodist Hospital, Houston, TX
| | - Norihiro Watanabe
- Center for Cell and Gene Therapy, Baylor College of Medicine, Texas Children’s Hospital, and Houston Methodist Hospital, Houston, TX
| | - Valentina Hoyos
- Center for Cell and Gene Therapy, Baylor College of Medicine, Texas Children’s Hospital, and Houston Methodist Hospital, Houston, TX
| | - Premal Lulla
- Center for Cell and Gene Therapy, Baylor College of Medicine, Texas Children’s Hospital, and Houston Methodist Hospital, Houston, TX
| | - Ann M. Leen
- Center for Cell and Gene Therapy, Baylor College of Medicine, Texas Children’s Hospital, and Houston Methodist Hospital, Houston, TX
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6
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Zhang T, Zhang Y, Zhou M, Zhang Z, Bao X, Wen L, Feng Y, Li X, Zhai M, Liu X, Zeng Z, Wu X, Chen S. Risk factors and survival analysis of human leukocyte antigen loss in relapsed acute myeloid leukaemia/myelodysplastic syndrome patients after allogeneic haematopoietic stem cell transplantation. Br J Haematol 2024; 204:1402-1413. [PMID: 38327115 DOI: 10.1111/bjh.19304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 12/12/2023] [Accepted: 01/08/2024] [Indexed: 02/09/2024]
Abstract
To investigate the clinical characteristics and risk factors of specific human leukocyte antigen loss (HLA loss) in relapsed acute myeloid leukaemia (AML)/myelodysplastic syndrome (MDS) patients after allogeneic haematopoietic stem cell transplantation (allo-HSCT), and compare the responses of patients with HLA loss relapse with those without HLA loss (non-HLA loss) to different treatment regimens. Clinical data of traceable patients with AML/MDS after myeloablative allo-HSCT in our centre between January 2010 and June 2021, who experienced disease relapse after the transplantation, were collected. The patients were divided into the HLA loss relapse group and the non-HLA loss relapsed group based on HLA loss gene test findings by next-generation sequencing. The patients' median overall survival (OS) after the relapse were compared, and univariate and multivariate analyses were performed using the Kaplan-Meier survival curve and Cox proportional hazard model to explore the responses to different treatments after relapse. A total of 2359 patients were selected. Retrospective HLA gene loss gene detection was performed for the deoxyribonucleic acid in 179 relapsed patients, including 47 patients in the HLA loss group (27.2%), 126 patients in the non-HLA loss group (72.8%) and 6 patients were excluded due to a lack of confirmed results. There was no significant statistical difference in the baseline characteristics of patients between the two groups, but as to transplantation-related characteristics, the donor-recipient relationship and HLA mismatched loci were statistically different between the two groups (both p < 0.001). Multivariate Cox analysis showed that more HLA mismatched loci ≥3 (HR = 3.66; 95% CI: 1.61-8.31; p = 0.002), time (≤6 months) from HSCT to relapse (HR = 7.92; 95% CI: 3.35-18.74; p < 0.001) and donor chimerism (CD3) in bone marrow at relapse (HR = 1.02; 95% CI: 1.00-1.03; p = 0.036) were independent factors affecting HLA loss relapse. The ratio of negative conversion of FLT3-ITD or CEBPA mutation was significantly lower in patients with post-transplantation HLA loss relapse than in the non-HLA loss group (0.0% vs. 45.5%, p = 0.003; 0.0% vs. 80.0%, p = 0.035), with none of the patients with FLT3-ITD or CEBPA mutation turned negative in the HLA loss group. The number of gene mutations turned negative when relapse in the non-HLA loss group was remarkably higher than that in the HLA loss group (p = 0.001). Using donor lymphocyte infusion (DLI) could not prolong OS for the HLA loss group (p = 0.42). Nevertheless, second transplantation had a significant positive impact on OS in the HLA loss group (p = 0.017), although only five patients in the HLA loss group underwent second transplantation. However, patients in the non-HLA loss group using DLI had a relatively longer OS time than those without DLI (p = 0.017). Second transplantation could also prolong OS in the non-HLA loss group, but the effect was not as significant as in the HLA loss group (p = 0.053). In summary, HLA loss detection is essential for patients with recurrence after transplantation, especially for those with more HLA mismatched loci and non-sibling donor. Furthermore, the detection of HLA loss has a guiding role in choosing subsequent therapy when relapsed, as secondary transplantation is more suitable than DLI for those with HLA loss.
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Affiliation(s)
- Tingting Zhang
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Yuqi Zhang
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Meijia Zhou
- Department of Hematology, Changshu Affiliated Hospital of Soochow University, Suzhou, China
| | - Zhibo Zhang
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Xiebing Bao
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Lijun Wen
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Yufeng Feng
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Xiaobo Li
- Beijing BoFuRui Gene Diagnostics Co., Ltd., Beijing, China
| | - Mingya Zhai
- Beijing BoFuRui Gene Diagnostics Co., Ltd., Beijing, China
| | - Xiangjun Liu
- Beijing BoFuRui Gene Diagnostics Co., Ltd., Beijing, China
| | - Zhao Zeng
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Xiaojin Wu
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Suning Chen
- National Clinical Research Center for Hematologic Diseases, Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
- Institute of Blood and Marrow Transplantation, Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
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7
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Burk AC, Apostolova P. Metabolic instruction of the graft-versus-leukemia immunity. Front Immunol 2024; 15:1347492. [PMID: 38500877 PMCID: PMC10944922 DOI: 10.3389/fimmu.2024.1347492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 02/05/2024] [Indexed: 03/20/2024] Open
Abstract
Allogeneic hematopoietic cell transplantation (allo-HCT) is frequently performed to cure hematological malignancies, such as acute myeloid leukemia (AML), through the graft-versus-leukemia (GVL) effect. In this immunological process, donor immune cells eliminate residual cancer cells in the patient and exert tumor control through immunosurveillance. However, GVL failure and subsequent leukemia relapse are frequent and associated with a dismal prognosis. A better understanding of the mechanisms underlying AML immune evasion is essential for developing novel therapeutic strategies to boost the GVL effect. Cellular metabolism has emerged as an essential regulator of survival and cell fate for both cancer and immune cells. Leukemia and T cells utilize specific metabolic programs, including the orchestrated use of glucose, amino acids, and fatty acids, to support their growth and function. Besides regulating cell-intrinsic processes, metabolism shapes the extracellular environment and plays an important role in cell-cell communication. This review focuses on recent advances in the understanding of how metabolism might affect the anti-leukemia immune response. First, we provide a general overview of the mechanisms of immune escape after allo-HCT and an introduction to leukemia and T cell metabolism. Further, we discuss how leukemia and myeloid cell metabolism contribute to an altered microenvironment that impairs T cell function. Next, we review the literature linking metabolic processes in AML cells with their inhibitory checkpoint ligand expression. Finally, we focus on recent findings concerning the role of systemic metabolism in sustained GVL efficacy. While the majority of evidence in the field still stems from basic and preclinical studies, we discuss translational findings and propose further avenues for bridging the gap between bench and bedside.
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Affiliation(s)
- Ann-Cathrin Burk
- German Cancer Consortium (DKTK), partner site Freiburg, a partnership between DKFZ and Medical Center - University of Freiburg, Freiburg, Germany
- Department of Medicine I, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Petya Apostolova
- Department of Biomedicine, University Hospital Basel and University of Basel, Basel, Switzerland
- Division of Hematology, University Hospital Basel, Basel, Switzerland
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8
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Schmid JA, Festl Y, Severin Y, Bacher U, Kronig MN, Snijder B, Pabst T. Efficacy and feasibility of pharmacoscopy-guided treatment for acute myeloid leukemia patients who have exhausted all registered therapeutic options. Haematologica 2024; 109:617-621. [PMID: 37439341 PMCID: PMC10828754 DOI: 10.3324/haematol.2023.283224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 07/06/2023] [Indexed: 07/14/2023] Open
Affiliation(s)
| | - Yasmin Festl
- Department of Biology, Institute of Molecular Systems Biology, ETH Zürich, Zürich
| | - Yannik Severin
- Department of Biology, Institute of Molecular Systems Biology, ETH Zürich, Zürich
| | - Ulrike Bacher
- Department of Hematology; Inselspital, University Hospital Bern, University of Bern, Bern
| | - Marie-Noëlle Kronig
- Department of Medical Oncology; Inselspital, University Hospital Bern, University of Bern, Bern
| | - Berend Snijder
- Department of Biology, Institute of Molecular Systems Biology, ETH Zürich, Zürich.
| | - Thomas Pabst
- Department of Medical Oncology; Inselspital, University Hospital Bern, University of Bern, Bern
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9
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Lisak M, Nicklasson M, Palmason R, Wichert S, Isaksson C, Andersson PO, Johansson JE, Lenhoff S, Brune M, Hansson M. Higher cyclosporine-A concentration increases the risk of relapse in AML following allogeneic stem cell transplantation from unrelated donors using anti-thymocyte globulin. Sci Rep 2023; 13:22777. [PMID: 38123675 PMCID: PMC10733303 DOI: 10.1038/s41598-023-50105-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 12/15/2023] [Indexed: 12/23/2023] Open
Abstract
Cyclosporine-A (CsA) is used to prevent acute graft-versus-host disease (aGvHD). European Society for Blood and Marrow transplantation (EBMT) recommends a CsA target serum concentration of 200-300 µg/L during the first month after allogeneic hematopoietic stem cell transplantation (HSCT). With this study, we investigated whether a median CsA concentration > 200 µg/L (CsAhigh) the first month after HSCT, compared to ≤ 200 µg/L (CsAlow), increased the relapse risk of acute myloid leukemia (AML), using unrelated donors (URD) and antithymocyte globulin (ATG). Data was collected from 157 patients with AML, transplanted 2010-2016. The cumulative incidence of relapse (CIR) at 60 months was 50% in the CsAhigh versus 32% in the CsAlow group (p = 0.016). In univariate analysis, CsAhigh versus CsAlow (p = 0.028), 10-unit increase of CsA as a continuous variable (p = 0.017) and high risk disease (p = 0.003) were associated with higher CIR. The results remained after adjusting for disease risk. Death following relapse occurred more frequently in the CsAhigh group (p = 0.0076). There were no significant differences in rates of aGvHD, chronic GvHD (cGvHD), EBV/CMV-infections or overall survival (OS) between the two groups. In conclusion, we found that a median CsA concentration > 200 µg/L, the first month after HSCT, results in higher CIR of AML when combined with ATG.
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Affiliation(s)
- Mikael Lisak
- Department of Hematology and Coagulation, Sahlgrenska University Hospital, Bruna stråket 5, plan 5, 413 45, Gothenburg, Sweden.
- Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden.
| | - Malin Nicklasson
- Department of Hematology and Coagulation, Sahlgrenska University Hospital, Bruna stråket 5, plan 5, 413 45, Gothenburg, Sweden
| | - Robert Palmason
- Department of Hematology, Skane University Hospital, Lund, Sweden
| | - Stina Wichert
- Department of Hematology, Skane University Hospital, Lund, Sweden
| | - Cecila Isaksson
- Department of Hematology, Norrland University Hospital, Umeå, Sweden
| | - Per-Ola Andersson
- Department of Hematology and Coagulation, Sahlgrenska University Hospital, Bruna stråket 5, plan 5, 413 45, Gothenburg, Sweden
- Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden
| | - Jan-Erik Johansson
- Department of Hematology and Coagulation, Sahlgrenska University Hospital, Bruna stråket 5, plan 5, 413 45, Gothenburg, Sweden
- Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden
| | - Stig Lenhoff
- Department of Hematology, Skane University Hospital, Lund, Sweden
| | - Mats Brune
- Department of Hematology and Coagulation, Sahlgrenska University Hospital, Bruna stråket 5, plan 5, 413 45, Gothenburg, Sweden
- Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden
| | - Markus Hansson
- Department of Hematology and Coagulation, Sahlgrenska University Hospital, Bruna stråket 5, plan 5, 413 45, Gothenburg, Sweden
- Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden
- Department of Hematology, Skane University Hospital, Lund, Sweden
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10
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Sauerer T, Velázquez GF, Schmid C. Relapse of acute myeloid leukemia after allogeneic stem cell transplantation: immune escape mechanisms and current implications for therapy. Mol Cancer 2023; 22:180. [PMID: 37951964 PMCID: PMC10640763 DOI: 10.1186/s12943-023-01889-6] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 10/24/2023] [Indexed: 11/14/2023] Open
Abstract
Acute myeloid leukemia (AML) is a heterogeneous disease characterized by the expansion of immature myeloid cells in the bone marrow (BM) and peripheral blood (PB) resulting in failure of normal hematopoiesis and life-threating cytopenia. Allogeneic hematopoietic stem cell transplantation (allo-HCT) is an established therapy with curative potential. Nevertheless, post-transplant relapse is common and associated with poor prognosis, representing the major cause of death after allo-HCT. The occurrence of relapse after initially successful allo-HCT indicates that the donor immune system is first able to control the leukemia, which at a later stage develops evasion strategies to escape from immune surveillance. In this review we first provide a comprehensive overview of current knowledge regarding immune escape in AML after allo-HCT, including dysregulated HLA, alterations in immune checkpoints and changes leading to an immunosuppressive tumor microenvironment. In the second part, we draw the line from bench to bedside and elucidate to what extend immune escape mechanisms of relapsed AML are yet exploited in treatment strategies. Finally, we give an outlook how new emerging technologies could help to improve the therapy for these patients, and elucidate potential new treatment options.
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Affiliation(s)
- Tatjana Sauerer
- Department of Hematology and Oncology, Augsburg University Hospital and Medical Faculty, Bavarian Cancer Research Center (BZKF) and Comprehensive Cancer Center Augsburg, Augsburg, Germany
| | - Giuliano Filippini Velázquez
- Department of Hematology and Oncology, Augsburg University Hospital and Medical Faculty, Bavarian Cancer Research Center (BZKF) and Comprehensive Cancer Center Augsburg, Augsburg, Germany
| | - Christoph Schmid
- Department of Hematology and Oncology, Augsburg University Hospital and Medical Faculty, Bavarian Cancer Research Center (BZKF) and Comprehensive Cancer Center Augsburg, Augsburg, Germany.
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11
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Peroni E, Randi ML, Rosato A, Cagnin S. Acute myeloid leukemia: from NGS, through scRNA-seq, to CAR-T. dissect cancer heterogeneity and tailor the treatment. J Exp Clin Cancer Res 2023; 42:259. [PMID: 37803464 PMCID: PMC10557350 DOI: 10.1186/s13046-023-02841-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Accepted: 09/25/2023] [Indexed: 10/08/2023] Open
Abstract
Acute myeloid leukemia (AML) is a malignant blood cancer with marked cellular heterogeneity due to altered maturation and differentiation of myeloid blasts, the possible causes of which are transcriptional or epigenetic alterations, impaired apoptosis, and excessive cell proliferation. This neoplasm has a high rate of resistance to anticancer therapies and thus a high risk of relapse and mortality because of both the biological diversity of the patient and intratumoral heterogeneity due to the acquisition of new somatic changes. For more than 40 years, the old gold standard "one size fits all" treatment approach included intensive chemotherapy treatment with anthracyclines and cytarabine.The manuscript first traces the evolution of the understanding of the pathology from the 1970s to the present. The enormous strides made in its categorization prove to be crucial for risk stratification, enabling an increasingly personalized diagnosis and treatment approach.Subsequently, we highlight how, over the past 15 years, technological advances enabling single cell RNA sequencing and T-cell modification based on the genomic tools are affecting the classification and treatment of AML. At the dawn of the new millennium, the advent of high-throughput next-generation sequencing technologies has enabled the profiling of patients evidencing different facets of the same disease, stratifying risk, and identifying new possible therapeutic targets that have subsequently been validated. Currently, the possibility of investigating tumor heterogeneity at the single cell level, profiling the tumor at the time of diagnosis or after treatments exist. This would allow the identification of underrepresented cellular subclones or clones resistant to therapeutic approaches and thus responsible for post-treatment relapse that would otherwise be difficult to detect with bulk investigations on the tumor biopsy. Single-cell investigation will then allow even greater personalization of therapy to the genetic and transcriptional profile of the tumor, saving valuable time and dangerous side effects. The era of personalized medicine will take a huge step forward through the disclosure of each individual piece of the complex puzzle that is cancer pathology, to implement a "tailored" therapeutic approach based also on engineered CAR-T cells.
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Affiliation(s)
- Edoardo Peroni
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology, IOV-IRCCS, Padova, 35128, Italy.
| | - Maria Luigia Randi
- First Medical Clinic, Department of Medicine-DIMED, University of Padua, Padua, Italy
| | - Antonio Rosato
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology, IOV-IRCCS, Padova, 35128, Italy
- Department of Surgery, Oncology and Gastroenterology, University of Padua, Padua, Italy
| | - Stefano Cagnin
- Department of Biology, University of Padova, Padova, 35131, Italy
- CIR-Myo Myology Center, University of Padova, Padova, 35131, Italy
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12
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Shah NA. Donor lymphocyte infusion in Acute Myeloid Leukemia. Best Pract Res Clin Haematol 2023; 36:101484. [PMID: 37612002 DOI: 10.1016/j.beha.2023.101484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 05/30/2023] [Accepted: 05/31/2023] [Indexed: 08/25/2023]
Abstract
Donor lymphocyte infusion (DLI) is an important treatment modality in the management of relapsed hematological malignancies after allogeneic hematopoietic cell transplantation (allo-HCT). Donor T lymphocytes can be used in a therapeutic, pre-emptive or prophylactic manner in an attempt to stimulate a graft versus leukemia (GVL) effect and eradicate residual disease or even prevent relapse in a high-risk setting. DLIs are not without complications, however, graft versus host disease (GVHD) in particular. Data to date is limited to retrospective and small prospective studies. This review summarizes the available literature on approaches to managing relapse, dosing and timing of DLI, complications and potential future therapies.
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13
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Harada K. Pre-emptive and prophylactic donor lymphocyte infusion following allogeneic stem cell transplantation. Int J Hematol 2023:10.1007/s12185-023-03595-x. [PMID: 37014602 DOI: 10.1007/s12185-023-03595-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Revised: 03/24/2023] [Accepted: 03/28/2023] [Indexed: 04/05/2023]
Abstract
Donor lymphocyte infusion (DLI) is an allogenic immunotherapy used after allogeneic hematopoietic stem cell transplantation. DLI takes advantage of the graft-versus-tumor effect induced by the infused CD3 + T cells, but may induce graft-versus-host disease. To date, DLI has been attempted to prevent hematological relapse after allogeneic hematopoietic stem cell transplantation in patients with mixed chimerism and molecular relapse (pre-emptive DLI), and as maintenance therapy in patients with high-risk hematological malignancies (prophylactic DLI). DLI response and efficacy depend on patient, disease, and DLI factors. This review discusses the efficacy and risks of DLI, with a focus on pre-emptive and prophylactic use.
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Affiliation(s)
- Kaito Harada
- Department of Hematology and Oncology, Tokai University School of Medicine, 143 Shimokasuya, Isehara, Kanagawa, 259-1143, Japan.
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14
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Neuendorff NR, Gagelmann N, Singhal S, Meckstroth S, Thibaud V, Zhao Y, Mir N, Shih YY, Amaro DMC, Roy M, Lombardo J, Gjærde LK, Loh KP. Hypomethylating agent-based therapies in older adults with acute myeloid leukemia - A joint review by the Young International Society of Geriatric Oncology and European Society for Blood and Marrow Transplantation Trainee Committee. J Geriatr Oncol 2023; 14:101406. [PMID: 36435726 PMCID: PMC10106360 DOI: 10.1016/j.jgo.2022.11.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 10/23/2022] [Accepted: 11/17/2022] [Indexed: 11/25/2022]
Abstract
Acute myeloid leukemia (AML) is associated with poor outcomes in older adults. A major goal of treatment is to balance quality of life and functional independence with disease control. With the approval of new, more tolerable regimens, more older adults are able to receive AML-directed therapy. Among these options are hypomethylating agents (HMAs), specifically azacitidine and decitabine. HMAs have become an integral part of AML therapy over the last two decades. These agents are used either as monotherapy or nowadays more commonly in combination with other agents such as the Bcl-2 inhibitor venetoclax. Biological AML characteristics, such as molecular and cytogenetic risk factors, play crucial roles in guiding treatment decisions. In patients with high-risk AML, HMAs are increasingly used rather than intensive chemotherapy, although further trials based on a risk-adapted approach using patient- and disease-related factors are needed. Here, we review trials and evidence for the use of HMA monotherapy and combination therapy in the management of older adults with AML. Furthermore, we discuss the use of HMAs and HMA combination therapies in AML, mechanisms of action, their incorporation into hematopoietic stem cell transplantation strategies, and their use in patients with comorbidities and reduced organ function.
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Affiliation(s)
- Nina Rosa Neuendorff
- Clinic for Hematology and Stem-Cell Transplantation, University Hospital Essen, Hufelandstrasse 55, D-45147 Essen, Germany.
| | - Nico Gagelmann
- Department of Stem Cell Transplantation, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Surbhi Singhal
- Division of Hematology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Shelby Meckstroth
- Louisiana State University Health Sciences Center, School of Medicine, New Orleans, LA, USA
| | - Vincent Thibaud
- Department of Hematology, Hôpital Saint-Vincent, Université Catholique de Lille, 59000 Lille, France
| | - Yue Zhao
- Department of General, Visceral, Cancer and Transplantation Surgery, University Hospital Cologne, 50937 Cologne, Germany
| | - Nabiel Mir
- Section of Geriatrics and Palliative Medicine, The University of Chicago Medical Center, Chicago, USA
| | - Yung-Yu Shih
- Department of Hematology and Oncology, Clinic Favoriten Vienna, Austria
| | - Danielle M C Amaro
- Department of Oncology and Hematology, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | - Mukul Roy
- Department of Radiation Oncology, Jaslok Hospital, Mumbai, India
| | - Joseph Lombardo
- Department of Radiation Oncology, Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA, USA
| | - Lars Klingen Gjærde
- Department of Hematology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Kah Poh Loh
- Division of Hematology/Oncology, Department of Medicine, James P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
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15
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Transgenic HA-1-Specific CD8 + T-Lymphocytes Selectively Target Leukemic Cells. Cancers (Basel) 2023; 15:cancers15051592. [PMID: 36900382 PMCID: PMC10000933 DOI: 10.3390/cancers15051592] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 02/24/2023] [Accepted: 03/01/2023] [Indexed: 03/08/2023] Open
Abstract
A significant share of allogeneic hematopoietic stem cell transplantations (allo-HSCT) results in the relapse of malignant disease. The T cell immune response to minor histocompatibility antigens (MiHAs) promotes a favorable graft-versus-leukemia response. The immunogenic MiHA HA-1 is a promising target for leukemia immunotherapy, as it is predominantly expressed in hematopoietic tissues and presented by the common HLA A*02:01 allele. Adoptive transfer of HA-1-specific modified CD8+ T cells could complement allo-HSCT from HA-1- donors to HA-1+ recipients. Using bioinformatic analysis and a reporter T cell line, we discovered 13 T cell receptors (TCRs) specific for HA-1. Their affinities were measured by the response of the TCR-transduced reporter cell lines to HA-1+ cells. The studied TCRs showed no cross-reactivity to the panel of donor peripheral mononuclear blood cells with 28 common HLA alleles. CD8+ T cells after endogenous TCR knock out and introduction of transgenic HA-1-specific TCR were able to lyse hematopoietic cells from HA-1+ patients with acute myeloid, T-, and B-cell lymphocytic leukemia (n = 15). No cytotoxic effect was observed on cells from HA-1- or HLA-A*02-negative donors (n = 10). The results support the use of HA-1 as a target for post-transplant T cell therapy.
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16
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Hu L, Zheng B, Yang Y, Chen C, Hu M. Construction of circRNA-miRNA-mRNA Network Reveal Functional circRNAs and Key Genes in Acute Myeloid Leukemia. Int J Gen Med 2023; 16:1491-1504. [PMID: 37123885 PMCID: PMC10145421 DOI: 10.2147/ijgm.s402671] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2022] [Accepted: 04/04/2023] [Indexed: 05/02/2023] Open
Abstract
Introduction CircRNA is closely correlated with a wide variety of processes of acute myeloid leukemia (AML), whereas the novel circRNAs, their molecular mechanism and the specific function they played in AML should be explored in depth. Methods The microarray chip data of AML patients and normal samples in the Gene Expression Omnibus (GEO) database were selected to differentially expressed (DE) circRNA, miRNA, and mRNA genes. The miRNA gene was the intersection of the circRNA target gene predicted using CSCD and the miRNA gene screened from AML patients, while the mRNA gene was the intersection of the target gene mRNA of miRNA predicted using miRanda and miRTarBase software and the mRNA gene screened from AML patients. The hub mRNAs related to survival were further screened through Cox proportional hazard regression. CircRNA/miRNA/mRNA interaction network was constructed by using Cytoscape software.10 circRNAs and 6 miRNAs in bone marrow mononuclear cells (BMMNCs) of AML patients (n=43) and healthy controls (n=35) were determined by RT-qPCR. Correlations between them were analyzed by Pearson correlation coefficient. Results 10 circRNAs, 6 miRNAs, and 33 mRNAs were identified. Subsequently, the network of circRNAs, miRNAs, and hub genes was built using Cystoscope. Four key circRNAs, seven hub genes and their regulatory pathways were identified. The result of RT-qPCRs showed that hsa_circ_0009581 and hsa_circ_0005273 were significantly upregulated in AML patients while hsa_circ_0000497 and hsa_circ_0001947 were significantly downregulated. Hsa-miR-150-5p was significantly downregulated; hsa-miR-454-3p was upregulated in AML patients. Hsa_circ_0009581 and hsa-miR-150-5p; hsa_ circ_0001947 and hsa-miR-454-3p were inversely correlated using Pearson's correlation coefficient. Conclusion This study suggests that differentially expressed circRNAs take on a critical significance to AML development and may be the effective therapeutic targets. We suppose that hsa_circ_0009581 promotes leukemia development through hsa-miR-150-5p and hsa_circ_0001947 through hsa-miR-454-3p. hsa_circ_0001947 and hsa_circ_0009581 may provide new directions in the pathogenesis of AML.
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Affiliation(s)
- Lianbo Hu
- Physical Examination Center, Affiliated Hangzhou First People’s Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, People’s Republic of China
| | - Bingrong Zheng
- Department of Hematology, the Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, People’s Republic of China
| | - Yang Yang
- Department of Hematology, the Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, People’s Republic of China
| | - Chunmei Chen
- Department of Hematology, the Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, People’s Republic of China
| | - Meiwei Hu
- Department of Hematology, the Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, People’s Republic of China
- Correspondence: Meiwei Hu, Department of Hematology, the Second Affiliated Hospital of Zhejiang Chinese Medical University, No. 318 Chaowang Road, Hangzhou, Zhejiang, 310014, People’s Republic of China, Email
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17
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Chen Z, Zhen S, Zhang T, Shen Y, Pang A, Yang D, Zhang R, Ma Q, He Y, Wei J, Zhai W, Chen X, Jiang E, Han M, Feng S. Venetoclax plus hypomethylating agents versus intensive chemotherapy for hematological relapse of myeloid malignancies after allo-HSCT. Front Oncol 2023; 13:1137175. [PMID: 37035180 PMCID: PMC10079210 DOI: 10.3389/fonc.2023.1137175] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 03/10/2023] [Indexed: 04/11/2023] Open
Abstract
Introduction Since allogeneic stem cell transplantation (allo-HSCT) is considered one of the curative treatments for acute myeloid leukemia (AML) and myelodysplastic syndrome (MDS), hematological relapse following allo-HSCT remained a crucial concern for patients' survival. Methods We retrospectively compared patients who received venetoclax plus hypomethylating agents (VEN+HMA, n=23) or intensive chemotherapy (IC, n=42) for hematological relapse of myeloid malignancies after allo-HSCT. HMA selection included decitabine (n=2) and azacitidine (n=21), and combined donor lymphocyte infusion was administered to 21 and 42 patients in VEN+HMA and IC groups, respectively. Results Median age of all patients was 39 (16-64) years old. Overall response rates, including complete response (CR), CR with incomplete recovery of normal neutrophil or platelet counts (CRi) and partial response (PR), were not significantly different between VEN+HMA and IC groups (60.1% versus 64.3%, P=0.785). CR/CRi rate was 52.2% in VEN+HMA and 59.5% in IC group (P=0.567). The rate of relapse after response was 66.7% in VEN+HMA group and 40.7% in IC group (P=0.176). Median overall survival was 209.0 (95%CI 130.9-287.1) days for VEN+HMA group versus 211.0 (95%CI 28.7-393.3) days for IC group (P=0.491). The incidence of lung infection (17.4% versus 50.0%, P=0.010), thrombocytopenia (73.9% versus 95.2%, P=0.035) and acute graft-versus-host disease (aGvHD) (50.0% versus 13.0%, P=0.003) was significantly higher in IC group. Discussion In conclusion, VEN+HMA is not inferior to IC regimen in terms of improving response and survival, and is associated with a lower incidence of adverse events and aGvHD. However, further research is required to enhance long-term survival.
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Affiliation(s)
- Zhangjie Chen
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin, China
| | - Sisi Zhen
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin, China
| | - Tingting Zhang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin, China
| | - Yuyan Shen
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin, China
| | - Aiming Pang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin, China
| | - Donglin Yang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin, China
| | - Rongli Zhang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin, China
| | - Qiaoling Ma
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin, China
| | - Yi He
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin, China
| | - Jialin Wei
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin, China
| | - Weihua Zhai
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin, China
| | - Xin Chen
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin, China
- *Correspondence: Xin Chen, ; Sizhou Feng, ;
| | - Erlie Jiang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin, China
| | - Mingzhe Han
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin, China
| | - Sizhou Feng
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
- Tianjin Institutes of Health Science, Tianjin, China
- *Correspondence: Xin Chen, ; Sizhou Feng, ;
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18
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Kirkham AM, Bailey AJM, Masurekar A, Shorr R, Bredeson C, Sabloff M, Allan DS. Can GCSF-stimulated donor lymphocyte infusions improve outcomes for relapsed disease following allogeneic hematopoietic cell transplantation? A systematic review and meta-analysis. Leuk Lymphoma 2022; 63:3276-3287. [PMID: 36098248 DOI: 10.1080/10428194.2022.2118530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Donor lymphocyte infusions (DLI) can produce graft-versus tumor effects to treat relapse after allogeneic hematopoietic cell transplantation, however, durable responses remain uncommon. A systematic review and meta-analysis are needed to clarify whether DLI collected after stimulation with granulocyte colony-stimulating factor (GCSF; G-DLI) can improve clinical outcomes. Sixteen studies (4 controlled) involving 585 patients were identified in a systematic search up to 17 September 2020. A meta-analysis demonstrated no significant difference in the risk of all-cause mortality (RR: 0.94, 95% CI 0.52-1.68, p = 0.82; n = 3 studies) or relapse-related mortality (RR: 0.72, 0.44-1.18, p = 0.19; n = 3 studies) between G-DLI and conventional DLI (C-DLI) groups. G-DLI products had similar mean CD3+ cells compared to C-DLI products, but median CD34+ cells/kg were increased. No improvement in disease progression, complete response rates, or risk of developing GVHD was observed with G-DLI, however, greater non-relapse mortality was observed compared to C-DLI. Alternative approaches to enhancing graft-versus-tumor effects are needed.
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Affiliation(s)
- Aidan M Kirkham
- Clinical Epidemiology & Regenerative Medicine, Ottawa Hospital Research Institute, Ottawa, Canada.,Faculty of Medicine, Department of Biochemistry, Microbiology & Immunology, University of Ottawa, Ottawa, Canada
| | - Adrian J M Bailey
- Clinical Epidemiology & Regenerative Medicine, Ottawa Hospital Research Institute, Ottawa, Canada.,Faculty of Medicine, University of Ottawa, Ottawa, Canada
| | - Ashish Masurekar
- Clinical Epidemiology & Regenerative Medicine, Ottawa Hospital Research Institute, Ottawa, Canada.,Transplant and Cellular Therapy Division, The Ottawa Hospital, Ottawa, Canada.,Department of Medicine, The Ottawa Hospital, Ottawa, Canada
| | - Risa Shorr
- Medical Information and Learning Services Division, The Ottawa Hospital, Ottawa, Canada
| | - Christopher Bredeson
- Clinical Epidemiology & Regenerative Medicine, Ottawa Hospital Research Institute, Ottawa, Canada.,Faculty of Medicine, University of Ottawa, Ottawa, Canada.,Transplant and Cellular Therapy Division, The Ottawa Hospital, Ottawa, Canada.,Department of Medicine, The Ottawa Hospital, Ottawa, Canada
| | - Mitchell Sabloff
- Clinical Epidemiology & Regenerative Medicine, Ottawa Hospital Research Institute, Ottawa, Canada.,Faculty of Medicine, University of Ottawa, Ottawa, Canada.,Department of Medicine, The Ottawa Hospital, Ottawa, Canada.,Leukemia Program, The Ottawa Hospital, Ottawa, Canada
| | - David S Allan
- Clinical Epidemiology & Regenerative Medicine, Ottawa Hospital Research Institute, Ottawa, Canada.,Faculty of Medicine, Department of Biochemistry, Microbiology & Immunology, University of Ottawa, Ottawa, Canada.,Faculty of Medicine, University of Ottawa, Ottawa, Canada.,Transplant and Cellular Therapy Division, The Ottawa Hospital, Ottawa, Canada.,Department of Medicine, The Ottawa Hospital, Ottawa, Canada
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19
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Stadler M, Venturini L, Bünting I, Dammann E, Weissinger EM, Schwarzer A, Schultze-Florey C, Ehrlich S, Markel D, Lueck C, Gladysz A, Fröhlich T, Damrah N, Beutel G, Eder M, Ganser A, Hambach L. Navigating preemptive and therapeutic donor lymphocyte infusions in advanced myeloid malignancies by high-sensitivity chimerism analysis. Front Oncol 2022; 12:867356. [PMID: 36059667 PMCID: PMC9428843 DOI: 10.3389/fonc.2022.867356] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 07/05/2022] [Indexed: 12/18/2022] Open
Abstract
Preemptive and therapeutic donor lymphocyte infusions (preDLI and tDLI) are widely used in relapsing and relapsed hematopoietic malignancies after allogeneic stem cell transplantation (alloSCT) to enhance the graft-versus-malignancy effect. However, in advanced myeloid malignancies, long-term survival after preDLI and tDLI remains low, reflecting our inability to master the double-edged sword of alloreactivity, balancing anti-neoplastic activity versus graft-versus-host disease (GvHD). We previously evaluated a quantitative PCR-based high-sensitivity chimerism (hs-chimerism) based on insertion/deletion polymorphisms instead of short tandem repeats, where increasing host chimerism in peripheral blood predicts relapse more than a month before clinical diagnosis, and declining host chimerism signals anti-host alloreactivity. Here we report 32 consecutive patients with advanced myeloid malignancies receiving preDLI or tDLI “navigated” by hs-chimerism (“navigated DLI”). We compared them to a historical cohort of 110 consecutive preDLI or tDLI recipients, prior to implementation of hs-chimerism at our institution (“controls”). Both groups were comparable regarding age, gender, conditioning, donor type, and time to DLI. With longer median follow-up of the navigated DLI group (8.5 versus 5 months), their landmark overall (64%) and disease-free survival (62%) at 2 years from first DLI compared favorably with controls (23% and 21%, respectively). Improved survival of navigated DLI was due to both reduced relapse incidence (38% versus 60%) and non-relapse mortality (17% versus 44%) at 2 years. Early relapse prediction by hs-chimerism allowed a preemptive approach in 28% of navigated DLI versus 7% in controls. Our results confirm hs-chimerism as a highly valuable tool for monitoring and steering immune interventions after alloSCT.
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20
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Reducing Mortality of Single-Unit Unrelated Cord Blood Transplantation for Relapsed Acute Myeloid Leukemia after a Previous Allogeneic Transplantation: A Real-World Retrospective Study Over the Past 19 Years in Japan. Transplant Cell Ther 2022; 28:777.e1-777.e11. [DOI: 10.1016/j.jtct.2022.08.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 08/02/2022] [Accepted: 08/04/2022] [Indexed: 11/17/2022]
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21
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Krakow EF, Walter RB, Nathe JM, Perez T, Ahmed A, Polissar N, Miljacic L, Halpern AB, Flowers MED, Estey E. Intensive chemotherapy for acute myeloid leukemia relapse after allogeneic hematopoietic cell transplantation. Am J Hematol 2022; 97:E220-E223. [PMID: 35303371 DOI: 10.1002/ajh.26540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 03/14/2022] [Accepted: 03/15/2022] [Indexed: 11/09/2022]
Affiliation(s)
- Elizabeth F. Krakow
- Clinical Research Division of the Fred Hutchinson Cancer Research Center Seattle WA USA
- Division of Medical Oncology University of Washington Seattle WA USA
| | - Roland B. Walter
- Clinical Research Division of the Fred Hutchinson Cancer Research Center Seattle WA USA
- Division of Hematology University of Washington Seattle WA USA
| | - Julia M. Nathe
- Clinical Research Division of the Fred Hutchinson Cancer Research Center Seattle WA USA
| | - Tess Perez
- Clinical Research Division of the Fred Hutchinson Cancer Research Center Seattle WA USA
| | - Ali Ahmed
- Clinical Research Division of the Fred Hutchinson Cancer Research Center Seattle WA USA
| | - Nayak Polissar
- The Mountain‐Whisper‐Light: Statistics & Data Science Seattle WA USA
| | - Ljubomir Miljacic
- The Mountain‐Whisper‐Light: Statistics & Data Science Seattle WA USA
| | - Anna B. Halpern
- Clinical Research Division of the Fred Hutchinson Cancer Research Center Seattle WA USA
- Division of Hematology University of Washington Seattle WA USA
| | - Mary E. D. Flowers
- Clinical Research Division of the Fred Hutchinson Cancer Research Center Seattle WA USA
- Division of Medical Oncology University of Washington Seattle WA USA
| | - Eli Estey
- Clinical Research Division of the Fred Hutchinson Cancer Research Center Seattle WA USA
- Division of Hematology University of Washington Seattle WA USA
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